Add new SentenceTransformer model

README.md

@@ -13,7 +13,7 @@ tags:
 - reranking
 - generated_from_trainer
 - dataset_size:1056095
-- loss:SoftmaxLoss
+- loss:CoSENTLoss
 base_model: Alibaba-NLP/gte-modernbert-base
 widget:
 - source_sentence: In 2015 Adolf Hitler appeared in the kickstarter short movie ``
@@ -282,7 +282,13 @@ You can finetune this model on your own dataset.
   | <code>The newer Punts are still very much in existence today and race in the same fleets as the older boats .</code>                        | <code>The newer punts are still very much in existence today and run in the same fleets as the older boats .</code>                           | <code>1</code> |
   | <code>Turner Valley , was at the Turner Valley Bar N Ranch Airport , southwest of the Turner Valley Bar N Ranch , Alberta , Canada .</code> | <code>Turner Valley Bar N Ranch Airport , , was located at Turner Valley Bar N Ranch , southwest of Turner Valley , Alberta , Canada .</code> | <code>0</code> |
   | <code>After losing his second election , he resigned as opposition leader and was replaced by Geoff Pearsall .</code>                       | <code>Max Bingham resigned as opposition leader after losing his second election , and was replaced by Geoff Pearsall .</code>                | <code>1</code> |
-* Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
+* Loss: [<code>CoSENTLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters:
+  ```json
+  {
+      "scale": 20.0,
+      "similarity_fct": "pairwise_cos_sim"
+  }
+  ```
 
 ### Evaluation Dataset
 
@@ -302,7 +308,13 @@ You can finetune this model on your own dataset.
   | <code>The newer Punts are still very much in existence today and race in the same fleets as the older boats .</code>                        | <code>The newer punts are still very much in existence today and run in the same fleets as the older boats .</code>                           | <code>1</code> |
   | <code>Turner Valley , was at the Turner Valley Bar N Ranch Airport , southwest of the Turner Valley Bar N Ranch , Alberta , Canada .</code> | <code>Turner Valley Bar N Ranch Airport , , was located at Turner Valley Bar N Ranch , southwest of Turner Valley , Alberta , Canada .</code> | <code>0</code> |
   | <code>After losing his second election , he resigned as opposition leader and was replaced by Geoff Pearsall .</code>                       | <code>Max Bingham resigned as opposition leader after losing his second election , and was replaced by Geoff Pearsall .</code>                | <code>1</code> |
-* Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
+* Loss: [<code>CoSENTLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters:
+  ```json
+  {
+      "scale": 20.0,
+      "similarity_fct": "pairwise_cos_sim"
+  }
+  ```
 
 ### Training Logs
 | Epoch | Step | val_cosine_ap | test_cosine_ap |
@@ -323,7 +335,7 @@ You can finetune this model on your own dataset.
 
 ### BibTeX
 
-#### Sentence Transformers and SoftmaxLoss
+#### Sentence Transformers
 ```bibtex
 @inproceedings{reimers-2019-sentence-bert,
     title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
@@ -336,6 +348,17 @@ You can finetune this model on your own dataset.
 }
 ```
 
+#### CoSENTLoss
+```bibtex
+@online{kexuefm-8847,
+    title={CoSENT: A more efficient sentence vector scheme than Sentence-BERT},
+    author={Su Jianlin},
+    year={2022},
+    month={Jan},
+    url={https://kexue.fm/archives/8847},
+}
+```
+
 <!--
 ## Glossary
 

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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 size 596070136